Would like someone to check over my Linear algebra question

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SUMMARY

This discussion analyzes whether specific subsets of M2x2 matrices qualify as subspaces under standard matrix operations. The first subset, matrices with at least one row of zeroes, is proven not to be a subspace due to lack of closure under addition. The second subset, non-singular matrices, is also not a subspace for the same reason. Conversely, the third subset, matrices with a trace of zero, is confirmed to be a subspace as it satisfies both closure under addition and scalar multiplication.

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  • Understanding of linear algebra concepts, specifically subspaces.
  • Familiarity with matrix operations, including addition and scalar multiplication.
  • Knowledge of the trace of a matrix and its properties.
  • Basic proficiency in working with 2x2 matrices.
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  • Learn about the implications of matrix rank and singularity.
  • Explore the concept of matrix trace and its applications.
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Students and educators in linear algebra, mathematicians focusing on matrix theory, and anyone interested in understanding the properties of vector spaces and subspaces.

kbrono
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Prove or disprove that each given subset of M2x2 is a subspace of M2x2 under the usual matrix operations.


1. The set of 2x2 matrices that have atleast one row of zeroes.

My answer: Not a subspace consider matrix A= 1 2 And matrix B= 0 0
0 0 3 0
Then A+B= 1 2
3 4

Thus not closed under addition.


2. The set of non singular 2x2 matrices

My answer: Not a subspace consider matrix A= 3 4 And matrix B= 4 6
0 1 0 -1
Then A+B= 7 10
0 0

Therefore not closed under addition

3. The set of 2x2 matrices having trace zero.

My answer: This is a subspace. Take two M2x2 matrices A,B and a,b,c,d,e,f /in R

Then A= a b And matrix B= d e
c -a f -d

Then trace(A)=a+(-a)=0 and trace(B)=d+(-d)=0

now take A+B= a+d b+e
c+f -a-d
then trace(A+B) = a+d+(-a-d) = a-a+d-d=0 and is therefore closed under addition

Now take scalar k /in R

kA = ka kb
kc k(-a)

trace(ka)= ka+(-ak) = k(a-a) = 0. Therefore closed under scalar multiplication.

Therefore The set of 2x2 matrices having trace zero is a subset of M2x2
 
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